Projects sharing features with Data

This project is a web-based collaborative editor and scientific document management system designed for LaTeX. It provides a centralized environment for writing, editing, and compiling academic manuscripts, enabling multiple users to work on the same project simultaneously through real-time synchronization. The platform distinguishes itself by treating documents as version-controlled repositories, allowing for granular history tracking and bidirectional synchronization with external version control systems. It features a secure, containerized compilation pipeline that isolates build processes

TinaCMS is a headless content management framework that bridges local Git-based file storage with a visual, in-context editing interface. By treating your repository as the single source of truth, it enables developers to manage content as structured data files while providing editors with a browser-based dashboard to modify website content directly within a live preview. The framework distinguishes itself by transforming local files into a unified GraphQL API, which powers both the administrative interface and the application's data retrieval layer. This architecture allows for compile-time

This project is a curated repository of technical learning materials and a personal knowledge base. It consists of version-controlled Markdown summaries covering software architecture, engineering literature, research papers, and professional talks. The collection functions as a digital garden, using bidirectional linking and cross-references to map relationships between technical concepts. Content is distilled from various sources, including technical books, conference talks, and foundational computer science papers, into concise summaries to facilitate recall and study. The system is organ

nb is a command-line note manager and personal knowledge management system that organizes plain-text documents and web bookmarks. It functions as a Markdown knowledge base, allowing users to create a structured collection of information through a shell-scripted interface. The system uses Git for versioning and synchronization, tracking full revision history and enabling the sync of notebooks across multiple devices via remote repositories. It provides security for sensitive data through AES-256 or GPG encryption and supports document conversion into various publishing formats using the Pandoc

This project is a configuration framework for the Fish shell, providing a centralized system for managing plugins, themes, and custom environment settings. It functions as a plugin manager and theme engine that allows users to install, update, and remove functional extensions and visual styles. The framework includes a shell extension scaffolder that generates standardized directory structures and boilerplate files for creating new plugins and themes. To ensure quality, it provides a specification-based testing suite for validating package functionality through automated assertions. The syst

Statamic is a content management system built on Laravel that utilizes a flat-file storage approach instead of a traditional relational database. It functions as a customizable administrative framework for managing site content and developing custom backend addons. The system stores website data in files and integrates with Git for versioning, allowing content changes to be tracked and rolled back through a repository. It employs a templating engine to transform structured data into dynamic HTML layouts for front-end rendering. The platform includes a control panel built as a single-page app

This project provides a standardized project directory structure and boilerplate templates for organizing data analysis and machine learning workflows. It serves as a reproducible analysis framework and workspace boilerplate designed to ensure consistency across data science projects. The template distinguishes between exploratory research in notebooks and reusable, testable logic in modular Python packages. It enforces a convention-based directory hierarchy that treats the analysis pipeline as a directed acyclic graph by separating raw, interim, and processed data. The framework covers a br

AutoResearchClaw is an agentic system designed to automate the scientific research process. It functions as an autonomous research agent and workflow automator that manages the entire lifecycle of a project, from initial hypothesis generation and literature review to experimental execution and the production of LaTeX-formatted academic papers. The system distinguishes itself through a multi-agent research pipeline that utilizes structured debates for hypothesis refinement and peer review. It employs a branch-and-merge architecture to explore parallel research directions and integrates human-i

This repository serves as the documentation source for the Hugging Face Hub, a collaborative platform designed for hosting, versioning, and discovering machine learning models, datasets, and interactive applications. It provides the foundational infrastructure for managing machine learning assets through Git-based repositories, which support large file storage, branching, and comprehensive commit history. The platform distinguishes itself by integrating metadata-driven discovery and structured management systems that allow users to attach licensing, task categories, and performance metrics to

This project is a public health dataset and epidemiological repository providing historical pandemic statistics. It functions as a structured archive of medical records tracking global cases and vaccination rates for public health analysis and longitudinal research. The repository serves as a health data archive where records are stored in comma-separated values to ensure portable data export and visualization. This allows for the retrieval of historical pandemic data to study infectious disease trends and healthcare outcomes. The archive utilizes flat-file storage and a versioned file hiera

This project is a community-driven academic resource repository that serves as a collaborative knowledge base for students. It functions as an open-source educational archive, providing a centralized collection of student-contributed study materials, lecture notes, and exam resources organized by academic subject. The platform distinguishes itself by utilizing a structured directory index that allows users to navigate and locate standardized educational documents efficiently. By leveraging version control systems and plain-text authoring, the repository facilitates community contributions whi

This project is a public health data repository and open government data archive. It provides structured historical records, daily updates on infection trends, and official epidemiological statistics for pandemic monitoring. The resource includes geospatial health data, such as standardized mapping files and administrative boundary data used to visualize regional health restrictions and emergency measures. It also serves as a monitor for public health spending by publishing records of government supply contracts related to emergency health responses. The system utilizes a decoupled data dist

Starward is a third-party game launcher and management application for miHoYo titles, serving as an alternative to official distribution software for installing, launching, and managing these games. The project integrates a game account manager for switching between user profiles and regional servers without manual re-authentication. It also includes a gacha pull tracker for archiving historical summoning data and rewards, and a gameplay statistics monitor to record total playtime and activity history. The application further provides a centralized media gallery for organizing and viewing ca

FUXA is a web-based SCADA system and industrial HMI software designed for monitoring and controlling industrial hardware. It functions as an industrial protocol gateway and data historian, enabling the ingestion of telemetry from programmable logic controllers and sensors through standard industrial communication protocols. The project features a flow-based automation engine that allows for the construction of complex operational logic using a visual node-and-edge environment. It utilizes SVG-based rendering for its graphical interfaces, allowing users to develop custom HMI widgets and dashbo

This project is a comprehensive dataset and archive of classical Chinese poetry, prose, and Confucian classics. It serves as a digital humanities corpus, providing machine-readable access to hundreds of thousands of poems and detailed poet biographies, specifically spanning the Tang and Song dynasties. The collection is distinguished by its scholarly depth, incorporating textual variation annotations to track disputed characters across different source editions. It also includes tonal pattern mapping to describe the rhythmic and phonetic structures of the verse, alongside a popularity ranking

This project is a long-term, curated tech newsletter and digital trend repository designed for software developers and technology enthusiasts. It functions as a knowledge aggregation archive, providing a recurring publication that synthesizes industry insights, technical trends, and cultural commentary to help professionals navigate the evolving landscape of the tech world. The repository distinguishes itself through a structured, chronological file indexing system that maps years of editorial content to a version-controlled directory. By utilizing a git-driven workflow and storing all issues

fsnotes is a markdown notes manager and cross-platform markdown editor for macOS and iOS. It functions as a personal knowledge base that organizes plain text and markdown files across folders using tags and bidirectional links. The system provides a secure environment through an encrypted plain text notebook that protects individual notes and folders. It implements Git-based note versioning to track document changes and maintain backups, while relying on external cloud storage services to synchronize files across devices. The application renders mathematical formulas, diagrams, and syntax-hi

This project is a curated directory and registry of functional open source web and mobile applications. It serves as a categorized catalog of high-quality software projects and scripts available for discovery, learning, and contribution. The directory organizes these resources into a structured index, allowing users to find tools for automation, data processing, and general utility tasks. It provides a reference for exploring modern application architecture through human-verified public code repositories. The collection covers several capability areas, including automation and scheduling, da

OpenEvolve is an open-source framework for evolutionary computation that uses language models to drive automated optimization across multiple domains. It can evolve system prompts for large language models, refine source code across programming languages, search for optimal GPU kernel configurations, discover interpretable mathematical expressions from data, and maintain diverse populations of high-performing solutions. The framework integrates multiple evolutionary strategies, including MAP-Elites diversity mapping and island-based topologies, to avoid premature convergence and preserve a wid

This project is a community-maintained directory that serves as a comprehensive index of software tools, frameworks, and educational materials. It functions as an open-source knowledge base, organizing diverse engineering domains and technical resources into a structured taxonomy to assist developers in discovering high-quality content. The directory distinguishes itself through a decentralized peer-review model, where independent contributors curate, verify, and update entries to ensure accuracy and relevance. All information is stored in a version-controlled, flat-file markdown format, whic

GitButler is a desktop application designed for managing Git version control workflows. It provides a visual interface for organizing concurrent development tasks, allowing users to work on multiple features or bug fixes simultaneously within a single repository without the need for manual context switching. The application utilizes a virtual file system overlay and in-memory staging to track granular file modifications independently of the underlying version control system. It features a conflict isolation engine that breaks down complex merge conflicts into smaller, manageable segments, and

Suna is an orchestration platform designed for the deployment, management, and governance of autonomous AI agents. It provides a centralized system for defining agent behaviors and tool integrations, enabling the automation of complex business processes through a unified interface. The platform distinguishes itself by applying infrastructure-as-code principles to AI, utilizing version-controlled repositories to manage agent configurations, skills, and guardrails. It ensures secure and predictable operations by spawning ephemeral, isolated virtual machines for every individual task, preventing

This project is a comprehensive geographic location dataset and reference library providing standardized data for countries, states, and cities. It serves as a source of truth for regional hierarchies, ISO codes, coordinates, and timezone information, available as both a relational SQL database and a document-based JSON library. The project includes a custom dataset export tool that functions as a filtering engine. This allows for the generation of tailored geographic files in JSON, CSV, and GeoJSON formats by selecting only the specific regions or fields required. The dataset covers global

Sui is a blockchain platform featuring an object-centric state model and resource-oriented smart contracts. It utilizes parallel transaction execution to increase network throughput and supports programmable transaction blocks that bundle multiple operations into single atomic units. The platform distinguishes itself with a capability-based access control system and zero-knowledge login mechanisms, enabling users to authenticate via identity providers without seed phrases. It also implements deterministic object addressing to allow predictable state lookups and supports the creation of soulbo

This project is a community-driven directory of developer portfolios designed to serve as a resource for professional identity development and design inspiration. It functions as a structured data repository that collects and organizes personal website metadata, enabling users to discover and share examples of professional online presence. The platform operates through a collaborative model where content is managed via version control workflows. By utilizing pull requests, the project facilitates community-driven growth, allowing contributors to submit and maintain portfolio entries within a

Dapper is a lightweight object-relational mapper for .NET that functions as a high-performance data access library. It operates by extending standard database connection interfaces, allowing developers to execute raw SQL queries while automating the mapping of database results to strongly-typed objects. The library distinguishes itself through its use of runtime code generation, which creates high-performance instructions to map database rows to object properties with minimal overhead. It provides flexible data retrieval options, supporting both memory-buffered loading for speed and row-by-ro